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Categorical Internalisation of Environmental Groupoids for Generalisable POMDP Solving

arXiv cs.AI ↗ · yesterday Cached

This paper advocates using category theory and environmental groupoids to structure reinforcement learning in partially observable environments, leveraging symmetries for improved sample efficiency and generalization.

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